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Anand Gopalakrishnan's Projects

3d-shapes icon 3d-shapes

This repository contains the 3D shapes dataset, used in Kim, Hyunjik and Mnih, Andriy. "Disentangling by Factorising." In Proceedings of the 35th International Conference on Machine Learning (ICML). 2018. to assess the disentanglement properties of unsupervised learning methods.

complexpytorch icon complexpytorch

A high-level toolbox for using complex valued neural networks in PyTorch

ctcae icon ctcae

Official code repository for "Contrastive Training of Complex-Valued Autoencoders for Object Discovery"

deepmind-research icon deepmind-research

This repository contains implementations and illustrative code to accompany DeepMind publications

disentanglement_lib icon disentanglement_lib

disentanglement_lib is an open-source library for research on learning disentangled representations.

einops icon einops

Deep learning operations reinvented (for pytorch, tensorflow, jax and others)

permakey icon permakey

Code repository complementing the ICLR 2021 paper "Unsupervised Object Keypoint Learning using Local Spatial Predictability" (https://arxiv.org/abs/2011.12930)

rl-starter-files icon rl-starter-files

RL starter files in order to immediatly train, visualize and evaluate an agent without writing any line of code

slottar icon slottar

Code repository complementing the Neural Computation 2022 journal paper "Unsupervised Learning of Temporal Abstractions using Slot-based Transformers"

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